Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T14:10:36.497497Z
Paper Citation Record · LEDGER
FinEvo-Bench: A Longitudinal Benchmark for Self-Evolving Agents in Professional Financial Workflows
As of 8 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 0 inbound Pith citation observations for arXiv:2608.06144.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
21 of 21 outbound references displayed
- verified exact0
- verified fuzzy5
- unresolved12
- parse uncertain0
- malformed identifier2
- metadata mismatch2
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation ff7caf4c-c73d-4eb2-b504-c81906794272 · outbound
This paper cites SECQUE: A Benchmark for Evaluating Real-World Financial Analysis Capabilities.
FinEvo-Bench: A Longitudinal Benchmark for Self-Evolving Agents in Professional Financial Workflows SECQUE: A Benchmark for Evaluating Real-World Financial Analysis Capabilities
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:10:38.686984Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2f439409-0d85-45d2-819d-454c39144e61 · outbound
This paper cites Gross margin: 42.00% (2023), 40.02% (2022), and 40.00% (2021).
FinEvo-Bench: A Longitudinal Benchmark for Self-Evolving Agents in Professional Financial Workflows Gross margin: 42.00% (2023), 40.02% (2022), and 40.00% (2021)
Reference 3
- Resolution
- malformed identifier
- raw_fallback, observed 2026-08-07T14:10:37.712046Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 80538abf-7bd2-472d-ba6a-bfff062f4ccb · outbound
This paper cites Islam, P.; Kannappan, A.; Kiela, D.; Qian, R.; Scherrer, N.; and Vidgen, B.
FinEvo-Bench: A Longitudinal Benchmark for Self-Evolving Agents in Professional Financial Workflows Islam, P.; Kannappan, A.; Kiela, D.; Qian, R.; Scherrer, N.; and Vidgen, B
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:10:35.054294Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6d682684-3c3c-4b58-a0b8-0abb523871c0 · outbound
This paper cites BlueFin: Benchmarking LLM Agents on Financial Spreadsheets.
FinEvo-Bench: A Longitudinal Benchmark for Self-Evolving Agents in Professional Financial Workflows BlueFin: Benchmarking LLM Agents on Financial Spreadsheets
Reference 7
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-07T14:10:37.089413Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 526946ee-a69b-4561-9fd0-5e9fa80c2c11 · outbound
This paper cites GenericAgent: A Token-Efficient Self-Evolving LLM Agent via Contextual Information Density Maximization (V1.0).
FinEvo-Bench: A Longitudinal Benchmark for Self-Evolving Agents in Professional Financial Workflows GenericAgent: A Token-Efficient Self-Evolving LLM Agent via Contextual Information Density Maximization (V1.0)
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:10:35.411470Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9eec46ed-8fa0-451f-8815-1849585de2c3 · outbound
This paper cites Voyager: An Open-Ended Embodied Agent with Large Language Models.
FinEvo-Bench: A Longitudinal Benchmark for Self-Evolving Agents in Professional Financial Workflows Voyager: An Open-Ended Embodied Agent with Large Language Models
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:10:35.505414Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6d899a84-214a-4056-ae79-d192a5006acc · outbound
This paper cites EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective.
FinEvo-Bench: A Longitudinal Benchmark for Self-Evolving Agents in Professional Financial Workflows EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:10:35.605342Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 25a94bae-e9da-4abc-935d-f27a93af9992 · outbound
This paper cites RAGEN: Understanding Self-Evolution in LLM Agents via Multi-Turn Reinforcement Learning.
FinEvo-Bench: A Longitudinal Benchmark for Self-Evolving Agents in Professional Financial Workflows RAGEN: Understanding Self-Evolution in LLM Agents via Multi-Turn Reinforcement Learning
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:10:35.703493Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d6d37d3e-eb18-4f5e-9e91-48048bf9e1c8 · outbound
This paper cites Evo-Memory: Benchmarking LLM Agent Test-time Learning with Self-Evolving Memory.
FinEvo-Bench: A Longitudinal Benchmark for Self-Evolving Agents in Professional Financial Workflows Evo-Memory: Benchmarking LLM Agent Test-time Learning with Self-Evolving Memory
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:10:35.784734Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 743631f7-6fcf-42b0-9c6f-032eed43de52 · outbound
This paper cites InAdvances in Neural Information Processing Systems, Datasets and Benchmarks Track.
FinEvo-Bench: A Longitudinal Benchmark for Self-Evolving Agents in Professional Financial Workflows InAdvances in Neural Information Processing Systems, Datasets and Benchmarks Track
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:10:38.316804Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1bddc9a4-69e8-4ff0-bb20-4f862ca1a258 · outbound
This paper cites SEAGym: An Evaluation Environment for Self-Evolving LLM Agents.
FinEvo-Bench: A Longitudinal Benchmark for Self-Evolving Agents in Professional Financial Workflows SEAGym: An Evaluation Environment for Self-Evolving LLM Agents
Reference 14
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-07T14:10:36.836868Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 29246f5b-6c86-4555-994b-062debd0b8bb · outbound
This paper cites LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners.
FinEvo-Bench: A Longitudinal Benchmark for Self-Evolving Agents in Professional Financial Workflows LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:10:36.008325Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 81bff4e1-d206-4fa8-a9fb-95539e5a15fa · outbound
This paper cites InInternational Conference on Learning Representations.
FinEvo-Bench: A Longitudinal Benchmark for Self-Evolving Agents in Professional Financial Workflows InInternational Conference on Learning Representations
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:10:38.084119Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 43f8be9d-80f8-4317-a90d-b831055e4d29 · outbound
This paper cites an unresolved cited work.
FinEvo-Bench: A Longitudinal Benchmark for Self-Evolving Agents in Professional Financial Workflows Unresolved cited work
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:10:36.167565Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e788f425-8c9a-4fcb-94a9-8815d48f57ad · outbound
This paper cites an unresolved cited work.
FinEvo-Bench: A Longitudinal Benchmark for Self-Evolving Agents in Professional Financial Workflows Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T14:10:37.858953Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7838450e-af40-4fb7-aa0b-1eec910b3af1 · outbound
This paper cites The feedback identifies the problem and its evidence, but does not expose the complete rubric or a reference answer.
FinEvo-Bench: A Longitudinal Benchmark for Self-Evolving Agents in Professional Financial Workflows The feedback identifies the problem and its evidence, but does not expose the complete rubric or a reference answer
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:10:37.550603Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation aeae30ed-a036-4fa7-a84b-ab51ff71e8db · outbound
This paper cites Feedback target Evidence in the submitted report Required correction or extension Gross-margin arithmetic 2022 revenue was 115.05 and cost was 67.88, but the table reported 40.02%.
FinEvo-Bench: A Longitudinal Benchmark for Self-Evolving Agents in Professional Financial Workflows Feedback target Evidence in the submitted report Required correction or extension Gross-margin arithmetic 2022 revenue was 115.05 and cost was 67.88, but the table reported 40.02%
Reference 21
- Resolution
- malformed identifier
- raw_fallback, observed 2026-08-07T14:10:37.387200Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 85894dba-900c-4cce-8990-deb12d00d7ad · outbound
This paper cites FinanceBench: A New Benchmark for Financial Question Answering.
FinEvo-Bench: A Longitudinal Benchmark for Self-Evolving Agents in Professional Financial Workflows FinanceBench: A New Benchmark for Financial Question Answering
Reference 2023
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:10:35.146629Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3b58903a-0d8c-4e1d-8f63-e682a412c055 · outbound
This paper cites Jin,S.;Li,S.;Zhang,S.;andYan,R.2026.
FinEvo-Bench: A Longitudinal Benchmark for Self-Evolving Agents in Professional Financial Workflows Jin,S.;Li,S.;Zhang,S.;andYan,R.2026
Reference 2024
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:10:38.507976Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation dedac14f-73ee-4d02-9215-20738780a71a · outbound
This paper cites Finance Agent Benchmark: Benchmarking LLMs on Real-world Financial Research Tasks.
FinEvo-Bench: A Longitudinal Benchmark for Self-Evolving Agents in Professional Financial Workflows Finance Agent Benchmark: Benchmarking LLMs on Real-world Financial Research Tasks
Reference 2025
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:10:34.896207Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 85bb632e-317c-4011-ad3e-086d0287408e · outbound
This paper cites Frontier-Eng: Benchmarking Self-Evolving Agents on Real-World Engineering Tasks with Generative Optimization.
FinEvo-Bench: A Longitudinal Benchmark for Self-Evolving Agents in Professional Financial Workflows Frontier-Eng: Benchmarking Self-Evolving Agents on Real-World Engineering Tasks with Generative Optimization
Reference 2026
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:10:34.959343Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.